Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

Select Target Zambian Dialect to Manage & Train:

🇿🇲 Unified (All)
🇿🇲 Chibemba
🇿🇲 Chinyanja
🇿🇲 Chitonga
🇿🇲 Silozi
🇬🇧 English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
Oh snap I'm just realizing this skinny tranny is Jared Leto. He's Wo unrecognizable with all that weight loss. Geez!!! Mixed Safe User Added
Oh shit! 😭💀 RT @ImDatNigga_Jack: “@Sherman_King: Dallas trash.” Your hairline is trash Mixed Abusive User Added
Oh shit its still light out.. I've been in this bitch too long 😵 Mixed Abusive User Added
Oh she is RT @soARiE1017: @viaNAWF I respect that because bitches can be spiteful when it come to children Mixed Abusive User Added
Oh please. You're a pussy Mixed Abusive User Added
Oh no. “@ThaChicagoBull: It's Friday night, the night all the bitches cheat.” Mixed Abusive User Added
Oh no tht hoe ode fake !!! Mixed Abusive User Added
Oh no she didnt 💁 “@NoBeeetch: Watch yo mouth bitch "@BadMatatan: One bitch and two dogs http://t.co/TB06NYGmcV"” Mixed Abusive User Added
Oh nah bitch .. I work too much to even think about it. Lol Mixed Abusive User Added
Oh my. There was an Oreo baked into that chocolate chip cookie. #surprise Mixed Safe User Added
Oh my god this bitch walked past me and legit smelled like a fish market!! TFEH TFEH TFEH😲 Mixed Abusive User Added
Oh my god oh my god.. I'm going to a bitch mob party today oh my god Mixed Abusive User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.

Model Training Control

20%

Evaluation Results

Trained Algorithm: Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted Rows: Actual
Algorithm Accuracy Graph